Enhanced Grey Wolf Optimization (EGWO) and random forest based mechanism for intrusion detection in IoT networks

Enhanced Grey Wolf Optimization (EGWO) and random forest based mechanism for intrusion detection in IoT networks

Abstract Smart devices are enabled via the Internet of Things (IoT) and are connected in an uninterrupted world. These connected devices pose a challenge to cybersecurity systems due attacks in network communications. Such attacks have continued to threaten the operation of systems and end-users. Th...

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Bibliographic Details
Main Authors: Saad Said Alqahtany, Asadullah Shaikh, Ali Alqazzaz
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Internet of things (IoT) networks
Cyber security
Intrusion detection system
Grey Wolf Optimization
Feature selection
Random Forest
Online Access:https://doi.org/10.1038/s41598-024-81147-x
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